<p>
  Liquidity has a powerful impact on price and the valuation of equities. Stocks with little liquidity are used to earning higher returns than stocks with high liquidity. In this algorithm, we present the effect of liquidity on returns for the lowest capitalization quartile from the largest 1500 stocks.
</p>
